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The end users of the ChartEx gateway will be historians wishing to upload batches of charters, and to download the extracted annotations and learned connections between persons and locations. Secondly, it can also be used by archivists to analyze very large collections of charters. With those results, novel interfaces can be built for historians to directly query all extracted and learned facts, significantly facilitating the study of life in the middle ages.